Softwr

Machine Learning & Data Science · head to head

Databricks vs Gimkit

Databricks logo

Databricks

Machine Learning & Data Science

Unified analytics platform for data engineering and data science

From
Free
Rated
-
Gimkit logo

Gimkit

Education & E-Learning

Game-based learning built by students

From
Free
Rated
-

The short version

  • They diverge on capability: Databricks covers Delta Lake, Gimkit covers Game modes.

Where they differ

Only the attributes on which Databricks and Gimkit actually diverge.

Attributes where Databricks and Gimkit differ
AttributeDatabricksGimkit
Pricing modelusage-basedfreemium
PlatformsWeb, Aws, Azure, GcpWeb, IOS, Android
CategoryMachine Learning & Data ScienceEducation & E-Learning
Founded20132017

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Databricks

  • Delta Lake
  • Apache Spark
  • MLflow
  • Unity Catalog
  • Photon Engine
  • Collaborative Notebooks
  • Auto-scaling
  • AWS

Only in Gimkit

  • Game modes
  • In-game currency
  • Live games
  • Assignments
  • Reports
  • Question import
  • Audio questions
  • Game themes

Both cover

  • Web support

What people use each for

The jobs each tool is most often brought in to do.

Databricks

  • Running Spark data engineering pipelines on managed clustersnot Gimkit
  • Building a lakehouse over data in cloud object storagenot Gimkit
  • Training and serving machine learning models alongside the datanot Gimkit

Gimkit

  • Review gamesnot Databricks
  • Formative assessmentnot Databricks
  • Student engagementnot Databricks
  • Test prepnot Databricks

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Databricks

  • Cloud compute is billed separately by the cloud provider on top of Databricks DBU charges
  • The free trial lasts 14 days
  • Discounts require a Committed Use Contract, with larger commitments needed for larger discounts
  • Azure Databricks pricing is set by Microsoft rather than by Databricks
  • Security and compliance capabilities are sold as separate platform add ons rather than included in the base rate

Gimkit

Nothing recorded yet. See the Gimkit review.

Pricing, plan by plan

Databricks

Free
  • Community EditionFree
    • Limited cluster
    • Notebook environment
    • Community support
  • Standard$0.07/DBU
    • Jobs compute
    • SQL compute
    • Standard support

Gimkit

Free
  • FreeFree
    • 5 kits
    • Basic game modes
  • Pro$9.99/month
    • Unlimited kits
    • All game modes
    • Reports
  • School/District$undefined/month
    • All Pro features
    • Admin tools
    • Rostering

Which should you pick?

Choose Databricks if

  • You need delta lake.
  • You want to start without paying.
  • You work on Web, Aws, Azure, Gcp.
  • You also want apache spark.

Choose Gimkit if

  • You need game modes.
  • You want to start without paying.
  • You work on Web, IOS, Android.
  • You also want in-game currency.

Questions people ask

Is Databricks or Gimkit better?
Neither clearly leads. Databricks starts at Free and Gimkit at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Databricks or Gimkit?
Databricks starts at Free and Gimkit at Free.
Does Databricks or Gimkit run on more platforms?
Databricks runs on Web, Aws, Azure, Gcp. Gimkit runs on Web, IOS, Android.
Can I use Databricks for free?
Both have a free tier, so you can try either at no cost before committing.
What is Databricks best used for?
Databricks is most often used for running spark data engineering pipelines on managed clusters, building a lakehouse over data in cloud object storage, training and serving machine learning models alongside the data. Of those, running spark data engineering pipelines on managed clusters and building a lakehouse over data in cloud object storage are not what Gimkit is typically brought in for.
What can Databricks do that Gimkit cannot?
Databricks covers Delta Lake, Apache Spark, MLflow, Unity Catalog. Gimkit covers Game modes, In-game currency, Live games, Assignments. Both handle Web support.

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